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Generative AI

How I Designed & Implemented Evals for Product Talk’s Interview Coach

How I Designed & Implemented Evals for Product Talk’s Interview Coach

What does generative AI make just now possible? This is a question that I’ve been obsessed with over the past few months. While I’ve been primarily working alone, I don’t want to go on this journey in isolation. I believe there’s so much benefit to working

Building My First AI Product: 6 Lessons from My 90-Day Deep Dive

Building My First AI Product: 6 Lessons from My 90-Day Deep Dive

Back in March, I was still struggling with how fast everything was moving with AI: RAG, MCP, agents, tools, evals, prompt engineering. It was a lot. Don't get me wrong. I was using ChatGPT and Claude in the web browser every day. But I was struggling to keep

AI Prototyping: How 11 Real-World Teams Are Transforming Their Work with Lovable

AI Prototyping: How 11 Real-World Teams Are Transforming Their Work with Lovable

If there’s one AI tool that should be impacting your product discovery work right now, it’s AI prototyping. Tools like Lovable, V0, Bolt, Replit, Base44, and Magic Patterns feel like magic. They make it easy to spin up an interactive prototype in minutes. It’s incredible. If you

Behind the Scenes: Building the Product Talk Interview Coach

Behind the Scenes: Building the Product Talk Interview Coach

I’ve been diving deep into how generative AI can help us build new skills. I’m firmly in the “AI should augment (not replace) humans at work” camp. I’m concerned about the short-term impact on entry-level employees. I’m concerned about brain rot in the rest of us

Don't Use Generative AI to Replace Discovery with Real Humans

Don't Use Generative AI to Replace Discovery with Real Humans

I’m disappointed to see the rise of generative AI tools that are designed to replace discovery with real humans. Don’t get me wrong. I’m a big fan of generative AI. I use it daily in both my personal life and at work. But when we use generative